Breaking Windows Malware Detection: A Comprehensive Evaluation of Problem-Space Adversarial Robustness

Mashal Zainab, Salijona Dyrmishi, Hamid Bostani +2

Problem-space evasion attacks have exposed critical weaknesses in machine learning-based malware detectors; yet, their evaluation remains fragmented across models, datasets, and at…